Nayyar Abbas Zaidi

Publication Activity (10 Years)

Years Active: 2008-2024
Publications (10 Years): 29

Top Topics

Bayesian Network Classifiers

Logistic Regression

Top Venues

Publications

Akib Mashrur, Wei Luo, Nayyar Abbas Zaidi, Antonio Robles-Kelly
Robust visual question answering via semantic cross modal augmentation. Comput. Vis. Image Underst. 238 (2024)
Shu Li, Nayyar Abbas Zaidi, Meijie Du, Zhou Zhou, Hongfei Zhang, Gang Li
Property graph representation learning for node classification. Knowl. Inf. Syst. 66 (1) (2024)
Yishuo Zhang, Nayyar Abbas Zaidi, Gang Li, Wray L. Buntine
MEG: Masked Ensemble Tabular Data Generator. ICDM (2023)
Yishuo Zhang, Nayyar Abbas Zaidi, Jiahui Zhou, Gang Li
Interpretable tabular data generation. Knowl. Inf. Syst. 65 (7) (2023)
Jiahui Zhou, Nayyar Abbas Zaidi, Yishuo Zhang, Paul Montague, Junae Kim, Gang Li
Leveraging Generative Models for Combating Adversarial Attacks on Tabular Datasets. PAKDD (1) (2023)
Akib Mashrur, Wei Luo, Nayyar Abbas Zaidi, Antonio Robles-Kelly
Robust quantification of prediction uncertainty by inducing heterogeneity in deep ensembles. DICTA (2023)
Arash Shabanpour, Ziwei Hou, Muhammad Akbar Husnoo, Khanh Linh Nguyen, John Yearwood, Nayyar Abbas Zaidi
Aspect-based automated evaluation of dialogues. Knowl. Based Syst. 279 (2023)
Jing Miao, Wei Luo, Nayyar Abbas Zaidi, Jinlong Wang
Novel-domain Object Segmentation via Reliability-aware Teacher Ensemble. HPCC/DSS/SmartCity/DependSys (2022)
Yishuo Zhang, Nayyar Abbas Zaidi, Jiahui Zhou, Gang Li
GANBLR++: Incorporating Capacity to Generate Numeric Attributes and Leveraging Unrestricted Bayesian Networks. SDM (2022)
Jiahui Zhou, Nayyar Abbas Zaidi, Yishuo Zhang, Gang Li
Discretization Inspired Defence Algorithm Against Adversarial Attacks on Tabular Data. PAKDD (2) (2022)
Yishuo Zhang, Nayyar Abbas Zaidi, Jiahui Zhou, Gang Li
GANBLR: A Tabular Data Generation Model. ICDM (2021)
Akib Mashrur, Wei Luo, Nayyar Abbas Zaidi, Antonio Robles-Kelly
Robust Neural Regression via Uncertainty Learning. CoRR (2021)
Shu Li, Nayyar Abbas Zaidi, Qingyun Liu, Gang Li
Neighbours and Kinsmen: Hateful Users Detection with Graph Neural Network. PAKDD (1) (2021)
Akib Mashrur, Wei Luo, Nayyar Abbas Zaidi, Antonio Robles-Kelly
Robust Neural Regression via Uncertainty Learning. IJCNN (2021)
Akib Mashrur, Wei Luo, Nayyar Abbas Zaidi, Antonio Robles-Kelly
Machine Learning for Financial Risk Management: A Survey. IEEE Access 8 (2020)
Nayyar Abbas Zaidi, Yang Du, Geoffrey I. Webb
On the Effectiveness of Discretizing Quantitative Attributes in Linear Classifiers. IEEE Access 8 (2020)
Benjamin Lucas, Ahmed Shifaz, Charlotte Pelletier, Lachlan O'Neill, Nayyar Abbas Zaidi, Bart Goethals, François Petitjean, Geoffrey I. Webb
Proximity Forest: an effective and scalable distance-based classifier for time series. Data Min. Knowl. Discov. 33 (3) (2019)
Nayyar Abbas Zaidi, François Petitjean, Geoffrey I. Webb
Efficient and Effective Accelerated Hierarchical Higher-Order Logistic Regression for Large Data Quantities. SDM (2018)
Nayyar Abbas Zaidi, Geoffrey I. Webb, François Petitjean, Germain Forestier
On the Inter-relationships among Drift rate, Forgetting rate, Bias/variance profile and Error. CoRR (2018)
François Petitjean, Wray L. Buntine, Geoffrey I. Webb, Nayyar Abbas Zaidi
Accurate parameter estimation for Bayesian network classifiers using hierarchical Dirichlet processes. Mach. Learn. 107 (8-10) (2018)
Benjamin Lucas, Ahmed Shifaz, Charlotte Pelletier, Lachlan O'Neill, Nayyar Abbas Zaidi, Bart Goethals, François Petitjean, Geoffrey I. Webb
Proximity Forest: An effective and scalable distance-based classifier for time series. CoRR (2018)
Nayyar Abbas Zaidi, Geoffrey I. Webb, Mark James Carman, François Petitjean, Wray L. Buntine, Mike Hynes, Hans De Sterck
Efficient parameter learning of Bayesian network classifiers. Mach. Learn. 106 (9-10) (2017)
Nayyar Abbas Zaidi, Yang Du, Geoffrey I. Webb
On the Effectiveness of Discretizing Quantitative Attributes in Linear Classifiers. CoRR (2017)
François Petitjean, Wray L. Buntine, Geoffrey I. Webb, Nayyar Abbas Zaidi
Accurate parameter estimation for Bayesian Network Classifiers using Hierarchical Dirichlet Processes. CoRR (2017)
Nayyar Abbas Zaidi, Geoffrey I. Webb
A Fast Trust-Region Newton Method for Softmax Logistic Regression. SDM (2017)
Nian Liu, Nayyar Abbas Zaidi
Artificial Neural Network: Deep or Broad? An Empirical Study. Australasian Conference on Artificial Intelligence (2016)
Ana M. Martínez, Geoffrey I. Webb, Shenglei Chen, Nayyar Abbas Zaidi
Scalable Learning of Bayesian Network Classifiers. J. Mach. Learn. Res. 17 (2016)
Nayyar Abbas Zaidi, Geoffrey I. Webb, Mark James Carman, François Petitjean, Jesús Cerquides
: accelerated higher-order logistic regression. Mach. Learn. 104 (2-3) (2016)
Nayyar Abbas Zaidi, François Petitjean, Geoffrey I. Webb
Preconditioning an Artificial Neural Network Using Naive Bayes. PAKDD (1) (2016)
Nayyar Abbas Zaidi, Geoffrey I. Webb, Mark James Carman, François Petitjean
Deep Broad Learning - Big Models for Big Data. CoRR (2015)
Nayyar Abbas Zaidi, Mark James Carman, Jesús Cerquides, Geoffrey I. Webb
Naive-Bayes Inspired Effective Pre-Conditioner for Speeding-Up Logistic Regression. ICDM (2014)
Nayyar Abbas Zaidi, Geoffrey I. Webb
Fast and Effective Single Pass Bayesian Learning. PAKDD (1) (2013)
Nayyar Abbas Zaidi, Jesús Cerquides, Mark James Carman, Geoffrey I. Webb
Alleviating naive Bayes attribute independence assumption by attribute weighting. J. Mach. Learn. Res. 14 (1) (2013)
Nayyar Abbas Zaidi, David McG. Squire
Local Adaptive SVM for Object Recognition. DICTA (2010)
Nayyar Abbas Zaidi, David McG. Squire, David Suter
A Gradient-Based Metric Learning Algorithm for k-NN Classifiers. Australasian Conference on Artificial Intelligence (2010)
Nayyar Abbas Zaidi, David McG. Squire, David Suter
BoostML: An Adaptive Metric Learning for Nearest Neighbor Classification. PAKDD (1) (2010)
David L. Dowe, Nayyar Abbas Zaidi
Database Normalization as a By-product of Minimum Message Length Inference. Australasian Conference on Artificial Intelligence (2010)
Nayyar Abbas Zaidi, David Suter
Confidence rated boosting algorithm for generic object detection. ICPR (2008)
Nayyar Abbas Zaidi, David Suter
Object Detection Using a Cascade of Classifiers. DICTA (2008)